Job Vacancy Trend Daily Rate Trend Daily Rate Histogram Hourly Rate Trend Job Locations Skill Sets
Period
to 3 April 2020

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Amazon S3 skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon S3 over the 6 months to 3 April 2020 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon Simple Storage Service (S3)
England > London
6 months to
3 Apr 2020		 Same period 2019 Same period 2018
Rank 209 245 293
Rank change year-on-year +36 +48 +84
Contract jobs citing Amazon S3 308 465 412
As % of all contract jobs advertised in London 1.22% 1.09% 0.88%
As % of the Cloud Services category 3.60% 3.62% 3.85%
Number of daily rates quoted 236 287 305
Median daily rate £550 £550 £538
Median daily rate % change year-on-year - +2.33% +4.88%
10th Percentile £431 £406 £410
90th Percentile £725 £675 £650
England median daily rate £550 £525 £525
% change year-on-year +4.76% - +5.00%
Number of hourly rates quoted 0 2 0
Median hourly rate - £43.50 -
England median hourly rate £16.00 £35.00 -
% change year-on-year -54.29% - -

Amazon S3 is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for cloud computing skills.

All Cloud Skills
London
Contract vacancies with a requirement for cloud computing skills 8,562 12,858 10,703
As % of all contract IT jobs advertised in London 34.01% 30.23% 22.97%
Number of daily rates quoted 6,161 9,338 7,890
Median daily rate £525 £525 £500
Median daily rate % change year-on-year - +5.00% +2.56%
10th Percentile £319 £350 £319
90th Percentile £695 £675 £650
England median daily rate £500 £500 £475
% change year-on-year - +5.26% +5.56%
Number of hourly rates quoted 88 90 88
Median hourly rate £35.00 £24.17 £26.78
Median hourly rate % change year-on-year +44.82% -9.74% +24.53%
10th Percentile £18.35 £12.50 £12.00
90th Percentile £78.75 £70.00 £53.95
Median hourly rate £24.20 £18.66 £20.00
% change year-on-year +29.66% -6.70% +5.26%

Amazon S3
Job Vacancy Trend in London

Job postings citing Amazon S3 as a proportion of all IT jobs advertised in London.

Job vacancy trend for Amazon S3 in London

Amazon S3
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Amazon S3 in London.

Daily rate trend for Amazon S3 in London

Amazon S3
Daily Rate Histogram in London

Daily rate distribution for jobs citing Amazon S3 in London over the 6 months to 3 April 2020.

Daily rate histogram for Amazon S3 in London

Amazon S3
Contractor Hourly Rate Trend in London

3-month moving average hourly rates quoted in jobs citing Amazon S3 in London.

Hourly rate trend for Amazon S3 in London

Amazon S3
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon S3 within the London region over the 6 months to 3 April 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year		 Matching
Contract
IT Job Ads		 Median
Daily Rate
Past 6 Months		 Median Daily Rate
% Change
on Same Period
Last Year		 Live
Job
Vacancies
Central London +68 46 £545 -5.22% 17
South London +2 18 £500 +2.56% 4
East London +53 6 £550 +12.82% 4
West London +22 6 £463 -11.48% 9
Amazon S3
England

For the 6 months to 3 April 2020, IT contractor jobs citing Amazon S3 also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the London region with a requirement for Amazon S3.

1 308 (100.00%) AWS
2 203 (65.91%) Python
3 191 (62.01%) Amazon EC2
4 168 (54.55%) AWS Lambda
5 164 (53.25%) Serverless
5 164 (53.25%) Agile Software Development
6 158 (51.30%) DevOps
7 140 (45.45%) Amazon RDS
8 139 (45.13%) Docker
9 137 (44.48%) Terraform
10 133 (43.18%) Java
11 126 (40.91%) AWS CloudFormation
12 116 (37.66%) Kubernetes
13 113 (36.69%) Finance
14 112 (36.36%) Web Services
15 103 (33.44%) Amazon Redshift
16 93 (30.19%) Amazon SQS
17 92 (29.87%) Software Engineering
18 90 (29.22%) Jenkins
19 83 (26.95%) Front Office
19 83 (26.95%) Fixed Income
20 82 (26.62%) Asset Management
21 80 (25.97%) Amazon ECS
22 72 (23.38%) OpenShift
23 69 (22.40%) Decision-Making
24 68 (22.08%) Derivative
24 68 (22.08%) Linux
25 66 (21.43%) R
26 65 (21.10%) J2EE
27 64 (20.78%) Artifactory

Amazon S3
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 27 (8.77%) Apache Spark
2 24 (7.79%) Confluence
2 24 (7.79%) Elasticsearch
3 4 (1.30%) Adobe Experience Manager
3 4 (1.30%) Apache
3 4 (1.30%) Apache Pig
4 2 (0.65%) Apache Airflow
4 2 (0.65%) Cloud Foundry
4 2 (0.65%) JBoss
4 2 (0.65%) Oracle Workflow
5 1 (0.32%) Luigi
5 1 (0.32%) OpenStack
5 1 (0.32%) SharePoint
5 1 (0.32%) Tomcat
5 1 (0.32%) WebLogic
5 1 (0.32%) WebSphere
Applications
1 3 (0.97%) InDesign
1 3 (0.97%) Photoshop
2 1 (0.32%) Chatbot
2 1 (0.32%) Microsoft Excel
2 1 (0.32%) MS Visio
2 1 (0.32%) Zeplin
Business Applications
1 7 (2.27%) Oracle EBS
2 4 (1.30%) FINCAD Analytics
3 1 (0.32%) Markit EDM
3 1 (0.32%) PolarLake
3 1 (0.32%) SAP Oil and Gas
Cloud Services
1 308 (100.00%) AWS
2 191 (62.01%) Amazon EC2
3 168 (54.55%) AWS Lambda
4 164 (53.25%) Serverless
5 126 (40.91%) AWS CloudFormation
6 93 (30.19%) Amazon SQS
7 80 (25.97%) Amazon ECS
8 72 (23.38%) OpenShift
9 48 (15.58%) Virtual Private Cloud
10 37 (12.01%) GitHub
11 36 (11.69%) Route 53
12 31 (10.06%) Amazon ELB
12 31 (10.06%) Amazon Kinesis
13 30 (9.74%) Amazon EMR
14 21 (6.82%) CloudFront
15 20 (6.49%) Amazon CloudWatch
16 17 (5.52%) Amazon EKS
17 13 (4.22%) AWS CloudTrail
18 12 (3.90%) Azure
19 11 (3.57%) GCP
Communications & Networking
1 12 (3.90%) VPN
2 4 (1.30%) Firewall
2 4 (1.30%) TCP/IP
3 3 (0.97%) Intrusion Detection
3 3 (0.97%) Network Security
3 3 (0.97%) Skype
4 2 (0.65%) DNS
5 1 (0.32%) HTTP
5 1 (0.32%) IPsec
5 1 (0.32%) SAN
5 1 (0.32%) SNMP
5 1 (0.32%) SSL
5 1 (0.32%) Unified Communications
Database & Business Intelligence
1 140 (45.45%) Amazon RDS
2 103 (33.44%) Amazon Redshift
3 64 (20.78%) Amazon Athena
4 49 (15.91%) Amazon DynamoDB
5 32 (10.39%) NoSQL
5 32 (10.39%) PostgreSQL
6 27 (8.77%) Big Data
7 23 (7.47%) Data Warehouse
8 20 (6.49%) Data Lake
9 17 (5.52%) MongoDB
10 15 (4.87%) Amazon Aurora
10 15 (4.87%) MySQL
11 14 (4.55%) Hadoop
12 11 (3.57%) Apache Cassandra
13 9 (2.92%) Looker
13 9 (2.92%) Redis
14 8 (2.60%) Relational Database
14 8 (2.60%) Snowflake Schema
15 7 (2.27%) Apache Hive
16 6 (1.95%) Pentaho
Development Applications
1 90 (29.22%) Jenkins
2 64 (20.78%) Artifactory
3 48 (15.58%) RStudio
4 46 (14.94%) Git (software)
5 31 (10.06%) JIRA
6 23 (7.47%) CircleCI
7 11 (3.57%) Bitbucket
8 10 (3.25%) GitLab
9 9 (2.92%) Atlassian Bamboo
10 6 (1.95%) Subversion
11 5 (1.62%) gulp
11 5 (1.62%) JMeter
11 5 (1.62%) Maven
12 4 (1.30%) Selenium
12 4 (1.30%) Snyk
12 4 (1.30%) SonarQube
12 4 (1.30%) Terragrunt
13 3 (0.97%) Cucumber
13 3 (0.97%) JUnit
14 2 (0.65%) Vagrant
General
1 113 (36.69%) Finance
2 83 (26.95%) Front Office
3 11 (3.57%) Public Sector
4 7 (2.27%) Law
5 5 (1.62%) Banking
5 5 (1.62%) Publishing
6 4 (1.30%) Marketing
7 3 (0.97%) Billing
7 3 (0.97%) Pharmaceutical
7 3 (0.97%) Retail
8 2 (0.65%) Advertising
9 1 (0.32%) Back Office
9 1 (0.32%) Financial Institution
9 1 (0.32%) Games
9 1 (0.32%) Investment Banking
Job Titles
1 102 (33.12%) Developer
2 78 (25.32%) DevOps Engineer
3 77 (25.00%) AWS Engineer
4 50 (16.23%) AWS Developer
5 48 (15.58%) AWS DevOps
6 43 (13.96%) Data Engineer
7 42 (13.64%) AWS DevOps Engineer
8 41 (13.31%) Java Developer
8 41 (13.31%) Python Engineer
9 36 (11.69%) Architect
9 36 (11.69%) Python Developer
10 34 (11.04%) Lead Developer
11 33 (10.71%) Java Software Developer
12 32 (10.39%) Lead Java Developer
12 32 (10.39%) Lead Software Developer
13 25 (8.12%) Cloud Engineer
14 21 (6.82%) Kubernetes Engineer
14 21 (6.82%) Senior Developer
15 19 (6.17%) J2EE Developer
15 19 (6.17%) Java/J2EE Developer
Libraries, Frameworks & Software Standards
1 112 (36.36%) Web Services
2 65 (21.10%) J2EE
3 57 (18.51%) J2SE
4 29 (9.42%) Kafka
5 27 (8.77%) Node.js
6 26 (8.44%) React
7 18 (5.84%) REST
8 15 (4.87%) NumPy
9 14 (4.55%) Pandas
9 14 (4.55%) SciPy
10 12 (3.90%) CSS
11 11 (3.57%) Django
11 11 (3.57%) Elastic Stack
12 10 (3.25%) .NET
12 10 (3.25%) Redux
13 9 (2.92%) HTML
13 9 (2.92%) RESTful
14 8 (2.60%) AngularJS
15 7 (2.27%) jQuery
15 7 (2.27%) Ruby on Rails
Miscellaneous
1 83 (26.95%) Fixed Income
2 68 (22.08%) Derivative
3 54 (17.53%) Equities
4 35 (11.36%) Greenfield Project
5 19 (6.17%) Analytical Skills
6 18 (5.84%) Cloud Native
7 16 (5.19%) Hedge funds
8 14 (4.55%) Data Structures
9 10 (3.25%) Reference Data
10 9 (2.92%) Linux Command Line
11 8 (2.60%) Algorithms
12 7 (2.27%) Data Centre
12 7 (2.27%) User Experience
13 6 (1.95%) Mobile App
14 5 (1.62%) Hybrid Cloud
15 4 (1.30%) Credit Derivative
15 4 (1.30%) Public Cloud
16 3 (0.97%) Self-Motivation
17 2 (0.65%) Analytical Mindset
17 2 (0.65%) Enterprise Cloud
Operating Systems
1 68 (22.08%) Linux
2 23 (7.47%) Unix
3 17 (5.52%) Red Hat Enterprise Linux
4 15 (4.87%) Windows
5 5 (1.62%) CoreOS
5 5 (1.62%) Debian
6 3 (0.97%) Ubuntu
7 2 (0.65%) Android
7 2 (0.65%) Apple iOS
7 2 (0.65%) CentOS
7 2 (0.65%) Mac OS X
8 1 (0.32%) Windows Server
8 1 (0.32%) Windows Server 2016
Processes & Methodologies
1 164 (53.25%) Agile Software Development
2 158 (51.30%) DevOps
3 92 (29.87%) Software Engineering
4 82 (26.62%) Asset Management
5 69 (22.40%) Decision-Making
6 56 (18.18%) Deployment Automation
7 45 (14.61%) Infrastructure as Code
8 44 (14.29%) Microservices
9 36 (11.69%) Scrum
10 35 (11.36%) Analytics
10 35 (11.36%) Continuous Integration
11 30 (9.74%) Infrastructure Automation
12 29 (9.42%) ETL
13 28 (9.09%) Data Engineering
14 22 (7.14%) Continuous Delivery
14 22 (7.14%) Mentoring
14 22 (7.14%) Migration
15 20 (6.49%) TDD
16 18 (5.84%) Data Modelling
16 18 (5.84%) Data Science
Programming Languages
1 203 (65.91%) Python
2 133 (43.18%) Java
3 66 (21.43%) R
4 57 (18.51%) SQL
5 46 (14.94%) JavaScript
6 20 (6.49%) Scala
7 15 (4.87%) C#
7 15 (4.87%) Ruby
8 14 (4.55%) C++
9 13 (4.22%) Bash Shell
10 12 (3.90%) PowerShell
11 10 (3.25%) Perl
12 7 (2.27%) TypeScript
13 6 (1.95%) Go
13 6 (1.95%) Java 8
13 6 (1.95%) PHP
14 5 (1.62%) C
15 4 (1.30%) Groovy
16 3 (0.97%) Clojure
17 2 (0.65%) Kotlin
Qualifications
1 36 (11.69%) Security Cleared
2 31 (10.06%) SC Cleared
3 18 (5.84%) AWS Certification
4 8 (2.60%) Degree
4 8 (2.60%) DV Cleared
5 4 (1.30%) CTC Cleared
6 3 (0.97%) Numerate Degree
7 2 (0.65%) BPSS Clearance
7 2 (0.65%) PhD
8 1 (0.32%) Computer Science Degree
8 1 (0.32%) DBS Check
Quality Assurance & Compliance
1 3 (0.97%) HIPAA
1 3 (0.97%) Sarbanes-Oxley
2 2 (0.65%) ISO/IEC 27001
2 2 (0.65%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
2 2 (0.65%) NIST
2 2 (0.65%) PMO
2 2 (0.65%) QA
3 1 (0.32%) Data Quality
3 1 (0.32%) Disclosure Scotland
3 1 (0.32%) GDPR
System Software
1 139 (45.13%) Docker
2 5 (1.62%) Active Directory
3 3 (0.97%) HDFS
4 2 (0.65%) Apache Flume
4 2 (0.65%) LXC
5 1 (0.32%) VirtualBox
5 1 (0.32%) VMware Infrastructure
Systems Management
1 137 (44.48%) Terraform
2 116 (37.66%) Kubernetes
3 37 (12.01%) Ansible
4 21 (6.82%) Puppet
5 17 (5.52%) Opscode Chef
6 14 (4.55%) Prometheus
7 8 (2.60%) Kibana
8 4 (1.30%) Packer
8 4 (1.30%) Single Sign-On
9 3 (0.97%) Nessus
9 3 (0.97%) Sysdig
10 2 (0.65%) Grafana
10 2 (0.65%) Nagios
10 2 (0.65%) SELinux
11 1 (0.32%) Graphite
11 1 (0.32%) Hadoop YARN
11 1 (0.32%) Mesos
11 1 (0.32%) Oozie
11 1 (0.32%) ZABBIX
Vendors
1 19 (6.17%) Red Hat
2 17 (5.52%) Oracle
3 15 (4.87%) Tableau
4 12 (3.90%) Splunk
5 11 (3.57%) Informatica
6 8 (2.60%) Greenplum
6 8 (2.60%) Talend
7 7 (2.27%) Atlassian
8 5 (1.62%) Bloomberg
8 5 (1.62%) SAP
9 4 (1.30%) Adobe
9 4 (1.30%) Google
9 4 (1.30%) IBM
9 4 (1.30%) MuleSoft
9 4 (1.30%) Okta
9 4 (1.30%) Teradata
10 3 (0.97%) Cloudera
10 3 (0.97%) Mercator
10 3 (0.97%) Microsoft
11 2 (0.65%) Symantec